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Ixora Plant

I have an Ixora in a container and it only has 5/6 spindly branches and doesn't bloom. How do I get it to more of a shrub (fuller looking) and to produce flowers? I live in South Texas and the plants are south facing on a porch in 2-3 gallon planter pots.